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Manga is a world popular comic form originated in Japan, which typically employs black-and-white stroke lines and geometric exaggeration to describe humans' appearances, poses, and actions.
Monotone piecewise cubic interpolation
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Comprehensible rendering of 3-d shapes
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Dlib-ml: A machine learning toolkit
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Auto-encoding variational bayes
Diederik P Kingma and Max Welling · 2013
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Adam: A method for stochastic optimization
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Conditional generative adversarial nets
Mehdi Mirza and Simon Osindero · 2014
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Style transfer for headshot portraits
YiChang Shih, Sylvain Paris, Connelly Barnes, William T Freeman, and Frédo Durand · 2014
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Texture synthesis using convolutional neural networks
Leon Gatys, Alexander S Ecker, and Matthias Bethge · 2015
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The chicago face database: A free stimulus set of faces and norming data
Debbie S Ma, Joshua Correll, and Bernd Wittenbrink · 2015
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Multiple representations-based face sketch–photo synthesis
Chunlei Peng, Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li, and Jie Li · 2015
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U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Non-photorealistic rendering of portraits
Paul L Rosin and Yu-Kun Lai · 2015
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Face sketch synthesis via sparse representation-based greedy search
Shengchuan Zhang, Xinbo Gao, Nannan Wang, Jie Li, and Mingjin Zhang · 2015
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Stylit: illumination-guided example-based stylization of 3d renderings
Jakub Fišer, Ondřej Jamriška, Michal Lukáč, Eli Shechtman, Paul Asente, Jingwan Lu, and Daniel Sỳkora · 2016
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Image style transfer using convolutional neural networks
Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and F.-F. Li · 2016
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Combining markov random fields and convolutional neural networks for image synthesis
Chuan Li and Michael Wand · 2016
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Precomputed real-time texture synthesis with markovian generative adversarial networks
Chuan Li and Michael Wand · 2016
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Painting style transfer for head portraits using convolutional neural networks
Ahmed Selim, Mohamed Elgharib, and Linda Doyle · 2016
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Painting style transfer for head portraits using convolutional neural networks
Ahmed Selim, Mohamed Elgharib, and Linda Doyle · 2016
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Automatic portrait segmentation for image stylization
Xiaoyong Shen, Aaron Hertzmann, Jiaya Jia, Sylvain Paris, Brian Price, Eli Shechtman, and Ian Sachs · 2016
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Unsupervised cross-domain image generation
Yaniv Taigman, Adam Polyak, and Lior Wolf · 2016
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Data-driven synthesis of cartoon faces using different styles
Yong Zhang, Weiming Dong, Chongyang Ma, Xing Mei, Ke Li, Feiyue Huang, Bao-Gang Hu, and Oliver Deussen · 2016
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Toward multimodal image-to-image translation
Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A Efros, Oliver Wang, and Eli Shechtman · 2017
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Carigans: unpaired photo-to-caricature translation
Kaidi Cao, Jing Liao, and Lu Yuan · 2018
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Stereoscopic neural style transfer
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, and Gang Hua · 2018
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Cartoongan: Generative adversarial networks for photo cartoonization
Yang Chen, Yu-Kun Lai, and Yong-Jin Liu · 2018
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Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
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Arbitrary style transfer with deep feature reshuffle
Shuyang Gu, Congliang Chen, Jing Liao, and Lu Yuan · 2018
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Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, and Gang Hua · 2017
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Stylebank: An explicit representation for neural image style transfer
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, and Gang Hua · 2017
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Real-time neural style transfer for videos
Haozhi Huang, Hao Wang, Wenhan Luo, Lin Ma, Wenhao Jiang, Xiaolong Zhu, Zhifeng Li, and Wei Liu · 2017
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Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
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Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros · 2017
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Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2017
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Learning to discover cross-domain relations with generative adversarial networks
Taeksoo Kim, Moonsu Cha, Hyunsoo Kim, Jung Kwon Lee, and Jiwon Kim · 2017
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Cartoon-to-photo facial translation with generative adversarial networks
Junhong Huang, Mingkui Tan, Yuguang Yan, Chunmei Qing, Qingyao Wu, and Zhuliang Yu · 2018
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Multimodal unsupervised image-to-image translation
Xun Huang, Ming-Yu Liu, Serge Belongie, and Jan Kautz · 2018
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Stroke controllable fast style transfer with adaptive receptive fields
Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, and Mingli Song · 2018
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Carigan: Caricature generation through weakly paired adversarial learning
Wenbin Li, Wei Xiong, Haofu Liao, Jing Huo, Yang Gao, and Jiebo Luo · 2018
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Facial feature model for a portrait video stylization
Dongxue Liang, Kyoungju Park, and Przemyslaw Krompiec · 2018
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A common framework for interactive texture transfer
Yifang Men, Zhouhui Lian, Yingmin Tang, and Jianguo Xiao · 2018
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Hair detection, segmentation, and hairstyle classification in the wild
Umar Riaz Muhammad, Michele Svanera, Riccardo Leonardi, and Sergio Benini · 2018
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Neural style transfer via meta networks
Falong Shen, Shuicheng Yan, and Gang Zeng · 2018
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High-quality facial photo-sketch synthesis using multi-adversarial networks
Lidan Wang, Vishwanath Sindagi, and Vishal Patel · 2018
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Separating style and content for generalized style transfer
Yexun Zhang, Ya Zhang, and Wenbin Cai · 2018
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Im2pencil: Controllable pencil illustration from photographs
Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, and Ming-Hsuan Yang · 2019
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Warpgan: Automatic caricature generation
Yichun Shi, Debayan Deb, and Anil K Jain · 2019
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Stylized aesthetic qr code
Mingliang Xu, Hao Su, Yafei Li, Xi Li, Jing Liao, Jianwei Niu, Pei Lv, and Bing Zhou · 2019
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Apdrawinggan: Generating artistic portrait drawings from face photos with hierarchical gans
Ran Yi, Yong-Jin Liu, Yu-Kun Lai, and Paul L Rosin · 2019
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An end-to-end method for producing scanning-robust stylized qr codes
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, and Tao Ren · 2020
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